通过特殊功能的图像增强及其用于近红外成像的应用
Ruoxi Yang1, Long Chen1, Ling Zhang2
1School of Electrical and Automation Engineering Nanjing Normal University Nanjing 210046 China.
Global challenges (Hoboken, NJ)
|July 24, 2023
概括
这项研究介绍了四种用于图像增强的新过器. 这些过器有效地提取特征并改善对比度,即使在杂的图像中,尤其有利于近红外成像.
科学领域:
- 数字图像处理 数字图像处理
- 计算机视觉 计算机视觉
背景情况:
- 图像增强对于识别视觉数据感兴趣的领域至关重要.
- 现有的方法可能会与杂或特定的成像类型作斗争.
研究的目的:
- 设计和评估使用特殊功能增强图像的四种新过器.
- 为了评估过器在特征提取,对比度调整和噪声弹性方面的有效性.
主要方法:
- 基于指数函数,形余弦函数,形余弦函数和形余弦函数的过器的开发.
- 应用过器来提取边缘特征,增强对比度,并识别特定的图像形态.
- 测试过器性能,增加噪声 (密度高达0.9).
主要成果:
- 过器成功地提取了边缘特征,并提供了尖的对比度.
- 使用特定的过器识别出印刷和波纹形态.
- 有效的边缘特征提取甚至在高噪音水平 (0.9密度) 中也可以实现.
结论:
- 设计的过器提供了强大的图像增强功能.
- 这些过器在近红外成像中特别有利于突出显示特征.
- 这些方法在具有挑战性的条件下表现出有效性,包括高噪音环境.
相关概念视频
Infrared (IR) Spectroscopy: Overview
1.9K
When electromagnetic radiation passes through a material, atoms or molecules transition from a lower to a higher energy state by absorbing radiation corresponding to the energy difference between the two states. The absorption of infrared (IR) radiation causes transitions between vibrational energy levels in a molecule. Therefore, IR spectroscopy is a useful analytical tool for determining the molecular structure of molecules.
Different compounds display unique properties due to their...
Different compounds display unique properties due to their...
1.9K
Imaging Biological Samples with Optical Microscopy
4.8K
Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
4.8K
Insensitive Nuclei Enhanced by Polarization Transfer (INEPT)
401
Insensitive Nuclei Enhanced by Polarization Transfer (INEPT) is an advanced Nuclear Magnetic Resonance (NMR) technique specifically designed to detect and enhance the signals of low-abundance nuclei, such as carbon-13 and nitrogen-15, in small molecules. The fundamental principle behind INEPT is the transfer of polarization from a more abundant and highly polarizable nucleus, typically hydrogen-1, to the low-abundance nucleus of interest. This process effectively boosts the NMR signal of the...
401
Super-resolution Fluorescence Microscopy
7.1K
Super-resolution fluorescence microscopy (SRFM) provides a better resolution than conventional fluorescence microscopy by reducing the point spread function (PSF). PSF is the light intensity distribution from a point that causes it to appear blurred. Due to PSF, each fluorescing point appears bigger than its actual size, and it is the PSF interference of nearby fluorophores that causes the blurred image. Various approaches to achieving higher resolution through SRFM have recently been...
7.1K
IR Spectrometers
1.2K
There are two main infrared (IR) spectrophotometers: dispersive IR spectrometers and Fourier transform infrared (FTIR) spectrometers. In a dispersive IR spectrometer, a beam of infrared radiation produced by a hot wire is divided into two parallel equal-intensity beams using mirrors. One beam passes through the sample, while another is a reference beam. The beams then move through the monochromator, which separates the radiations into a continuous spectrum of different frequencies. The...
1.2K
Attenuated Total Reflectance (ATR) Infrared Spectroscopy: Overview
422
Attenuated total reflectance (ATR) infrared spectroscopy is a powerful analytical technique used to study the composition of materials. It is widely employed in chemistry, materials science, forensic science, and other fields where sample characterization is required. ATR has several advantages over traditional transmission IR spectroscopy, including the requirement of little to no sample preparation and the ability to analyze a wide range of samples.
The ATR process begins by directing a beam...
The ATR process begins by directing a beam...
422


